https://www.shreya-shankar.com/making-ml-work/
Shreya Shankar
Reflecting on a year of making machine learning actually useful
June 29, 2020 in #machine learning · 11 min read
“…ML research as a field puts too much emphasis on innovations in modeling, rather than rethinking the data paradigm…. What other data-related low hanging fruits are we missing? Why is just the modeling portion of machine learning conventionally sexy to work on? Any development that leads to dramatic performance gains should be considered impactful.”